[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-191":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":9,"totalLinesOfCode":9,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":9,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":9,"rankLanguage":9,"license":9,"archived":22,"fork":22,"defaultBranch":23,"hasWiki":22,"hasPages":22,"topics":24,"createdAt":9,"pushedAt":9,"updatedAt":38,"readmeContent":39,"aiSummary":40,"trendingCount":16,"starSnapshotCount":16,"syncStatus":41,"lastSyncTime":42,"discoverSource":43},191,"kestra","kestra-io\u002Fkestra","kestra-io","Event Driven Orchestration & Scheduling Platform for Mission Critical Applications",null,"https:\u002F\u002Fgithub.com\u002Fkestra-io\u002Fkestra","Java",27018,2614,144,417,0,12,56,197,59,45,false,"main",[25,26,27,28,29,30,31,32,33,34,35,36,37],"orchestration","data-orchestration","high-availability","infrastructure-as-code","lowcode","automation","devops","java","low-code","pipeline","pipeline-as-code","workflow","hacktoberfest","2026-06-12 02:00:09","\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fwww.kestra.io\">\n    \u003Cimg src=\"https:\u002F\u002Fkestra.io\u002Fbanner.png\"  alt=\"Kestra workflow orchestrator\" \u002F>\n  \u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Ch1 align=\"center\" style=\"border-bottom: none\">\n    Event-Driven Declarative Orchestration Platform\n\u003C\u002Fh1>\n\n\u003Cdiv align=\"center\">\n \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fkestra-io\u002Fkestra\u002Freleases\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Ftag-pre\u002Fkestra-io\u002Fkestra.svg?color=blueviolet\" alt=\"Last Version\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fkestra-io\u002Fkestra\u002Fblob\u002Fdevelop\u002FLICENSE\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002Fkestra-io\u002Fkestra?color=blueviolet\" alt=\"License\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fkestra-io\u002Fkestra\u002Fstargazers\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Fkestra-io\u002Fkestra?color=blueviolet&logo=github\" alt=\"Github star\" \u002F>\u003C\u002Fa> \u003Cbr>\n\u003Ca href=\"https:\u002F\u002Fkestra.io\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FWebsite-kestra.io-192A4E?color=blueviolet\" alt=\"Kestra infinitely scalable orchestration and scheduling platform\">\u003C\u002Fa>\n\u003Ca href=\"https:\u002F\u002Fkestra.io\u002Fslack\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSlack-Join%20Community-blueviolet?logo=slack\" alt=\"Slack\">\u003C\u002Fa>\n\u003C\u002Fdiv>\n\n\u003Cbr \u002F>\n\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fkestra_io\" style=\"margin: 0 10px;\">\n        \u003Cimg height=\"25\" src=\"https:\u002F\u002Fkestra.io\u002Ftwitter.svg\" alt=\"twitter\" width=\"35\" height=\"25\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fcompany\u002Fkestra\u002F\" style=\"margin: 0 10px;\">\n        \u003Cimg height=\"25\" src=\"https:\u002F\u002Fkestra.io\u002Flinkedin.svg\" alt=\"linkedin\" width=\"35\" height=\"25\" \u002F>\u003C\u002Fa> \n  \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002F@kestra-io\" style=\"margin: 0 10px;\">\n        \u003Cimg height=\"25\" src=\"https:\u002F\u002Fkestra.io\u002Fyoutube.svg\" alt=\"youtube\" width=\"35\" height=\"25\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F2714\" target=\"_blank\">\n    \u003Cimg src=\"https:\u002F\u002Ftrendshift.io\u002Fapi\u002Fbadge\u002Frepositories\u002F2714\" alt=\"kestra-io%2Fkestra | Trendshift\" width=\"250\" height=\"55\"\u002F>\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fwww.producthunt.com\u002Fposts\u002Fkestra?embed=true&utm_source=badge-top-post-badge&utm_medium=badge&utm_souce=badge-kestra\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fapi.producthunt.com\u002Fwidgets\u002Fembed-image\u002Fv1\u002Ftop-post-badge.svg?post_id=612077&theme=light&period=daily&t=1740737506162\" alt=\"Kestra - All-in-one automation & orchestration platform | Product Hunt\" style=\"width: 250px; height: 54px;\" width=\"250\" height=\"54\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n    \u003Ca href=\"https:\u002F\u002Fgo.kestra.io\u002Fvideo\u002Fproduct-overview\" target=\"_blank\">\n        \u003Cimg src=\"https:\u002F\u002Fkestra.io\u002Fstartvideo.png\" alt=\"Get started in 3 minutes with Kestra\" width=\"640px\" \u002F>\n    \u003C\u002Fa>\n\u003C\u002Fp>\n\u003Cp align=\"center\" style=\"color:grey;\">\u003Ci>Click on the image to learn how to get started with Kestra in 3 minutes.\u003C\u002Fi>\u003C\u002Fp>\n\n\n## 🌟 What is Kestra?\n\nKestra is an open-source, event-driven orchestration platform that makes both **scheduled** and **event-driven** workflows easy. By bringing **Infrastructure as Code** best practices to data, process, and microservice orchestration, you can build reliable [workflows](https:\u002F\u002Fkestra.io\u002Fdocs\u002Fgetting-started) directly from the UI in just a few lines of YAML.\n\n**Key Features:**\n- **Everything as Code and from the UI:** keep **workflows as code** with a **Git Version Control** integration, even when building them from the UI.\n- **Event-Driven & Scheduled Workflows:** automate both **scheduled** and **real-time** event-driven workflows via a simple `trigger` definition.\n- **Declarative YAML Interface:** define workflows using a simple configuration in the **built-in code editor**.\n- **Rich Plugin Ecosystem:** hundreds of plugins built in to extract data from any database, cloud storage, or API, and **run scripts in any language**.\n- **Intuitive UI & Code Editor:** build and visualize workflows directly from the UI with syntax highlighting, auto-completion and real-time syntax validation.\n- **Scalable:** designed to handle millions of workflows, with high availability and fault tolerance.\n- **Version Control Friendly:** write your workflows from the built-in code Editor and push them to your preferred Git branch directly from Kestra, enabling best practices with CI\u002FCD pipelines and version control systems.\n- **Structure & Resilience**: tame chaos and bring resilience to your workflows with **namespaces**, **labels**, **subflows**, **retries**, **timeout**, **error handling**, **inputs**, **outputs** that generate artifacts in the UI, **variables**, **conditional branching**, **advanced scheduling**, **event triggers**, **backfills**, **dynamic tasks**, **sequential and parallel tasks**, and skip tasks or triggers when needed by setting the flag `disabled` to `true`.\n\n\n🧑‍💻 The YAML definition gets automatically adjusted any time you make changes to a workflow from the UI or via an API call. Therefore, the orchestration logic is **always managed declaratively in code**, even if you modify your workflows in other ways (UI, CI\u002FCD, Terraform, API calls).\n\n\n\u003Cp align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Fkestra.io\u002Fadding-tasks.gif\" alt=\"Adding new tasks in the UI\">\n\u003C\u002Fp>\n\n---\n\n## 🚀 Quick Start\n\n### Launch on AWS (CloudFormation)\n\nDeploy Kestra on AWS using our CloudFormation template:\n\n[![Launch Stack](https:\u002F\u002Fcdn.rawgit.com\u002Fbuildkite\u002Fcloudformation-launch-stack-button-svg\u002Fmaster\u002Flaunch-stack.svg)](https:\u002F\u002Fconsole.aws.amazon.com\u002Fcloudformation\u002Fhome#\u002Fstacks\u002Fcreate\u002Freview?templateURL=https:\u002F\u002Fkestra-deployment-templates.s3.eu-west-3.amazonaws.com\u002Faws\u002Fcloudformation\u002Fec2-rds-s3\u002Fkestra-oss.yaml&stackName=kestra-oss)\n\n### Launch on Google Cloud (Terraform deployment)\n\nDeploy Kestra on Google Cloud Infrastructure Manager using [our Terraform module](https:\u002F\u002Fgithub.com\u002Fkestra-io\u002Fdeployment-templates\u002Ftree\u002Fmain\u002Fgcp\u002Fterraform\u002Finfrastructure-manager\u002Fvm-sql-gcs).\n\n### Get Started Locally in 5 Minutes\n\n#### Launch Kestra in Docker\n\nMake sure that Docker is running. Then, start Kestra in a single command:\n\n```bash\ndocker run --pull=always -it -p 8080:8080 --user=root \\\n  --name kestra --restart=always \\\n  -v kestra_data:\u002Fapp\u002Fstorage \\\n  -v \u002Fvar\u002Frun\u002Fdocker.sock:\u002Fvar\u002Frun\u002Fdocker.sock \\\n  -v \u002Ftmp:\u002Ftmp \\\n  kestra\u002Fkestra:latest server local\n```\n\nIf you're on Windows and use PowerShell:\n```powershell\ndocker run --pull=always -it -p 8080:8080 --user=root `\n  --name kestra --restart=always `\n  -v \"kestra_data:\u002Fapp\u002Fstorage\" `\n  -v \"\u002Fvar\u002Frun\u002Fdocker.sock:\u002Fvar\u002Frun\u002Fdocker.sock\" `\n  -v \"C:\u002FTemp:\u002Ftmp\" `\n  kestra\u002Fkestra:latest server local\n```\n\nIf you're on Windows and use Command Prompt (CMD):\n```cmd\ndocker run --pull=always -it -p 8080:8080 --user=root ^\n  --name kestra --restart=always ^\n  -v \"kestra_data:\u002Fapp\u002Fstorage\" ^\n  -v \"\u002Fvar\u002Frun\u002Fdocker.sock:\u002Fvar\u002Frun\u002Fdocker.sock\" ^\n  -v \"C:\u002FTemp:\u002Ftmp\" ^\n  kestra\u002Fkestra:latest server local\n```\n\nIf you're on Windows and use WSL (Linux-based environment in Windows):\n```bash\ndocker run --pull=always -it -p 8080:8080 --user=root \\\n  --name kestra --restart=always \\\n  -v kestra_data:\u002Fapp\u002Fstorage \\\n  -v \"\u002Fvar\u002Frun\u002Fdocker.sock:\u002Fvar\u002Frun\u002Fdocker.sock\" \\\n  -v \"\u002Fmnt\u002Fc\u002FTemp:\u002Ftmp\" \\\n  kestra\u002Fkestra:latest server local\n```\n\nCheck our [Installation Guide](https:\u002F\u002Fkestra.io\u002Fdocs\u002Finstallation) for other deployment options (Docker Compose, Podman, Kubernetes, AWS, GCP, Azure, and more).\n\nAccess the Kestra UI at [http:\u002F\u002Flocalhost:8080](http:\u002F\u002Flocalhost:8080) and start building your first flow!\n\n#### Your First Hello World Flow\n\nCreate a new flow with the following content:\n\n```yaml\nid: hello_world\nnamespace: dev\n\ntasks:\n  - id: say_hello\n    type: io.kestra.plugin.core.log.Log\n    message: \"Hello, World!\"\n```\n\n\nRun the flow and see the output in the UI!\n\n---\n\n## 🧩 Plugin Ecosystem\n\nKestra's functionality is extended through a rich [ecosystem of plugins](https:\u002F\u002Fkestra.io\u002Fplugins) that empower you to run tasks anywhere and code in any language, including Python, Node.js, R, Go, Shell, and more. Here's how Kestra plugins enhance your workflows:\n\n- **Run Anywhere:**\n  - **Local or Remote Execution:** Execute tasks on your local machine, remote servers via SSH, or scale out to serverless containers using [Task Runners](https:\u002F\u002Fkestra.io\u002Fdocs\u002Ftask-runners).\n  - **Docker and Kubernetes Support:** Seamlessly run Docker containers within your workflows or launch Kubernetes jobs to handle compute-intensive workloads.\n\n- **Code in Any Language:**\n  - **Scripting Support:** Write scripts in your preferred programming language. Kestra supports Python, Node.js, R, Go, Shell, and others, allowing you to integrate existing codebases and deployment patterns.\n  - **Flexible Automation:** Execute shell commands, run SQL queries against various databases, and make HTTP requests to interact with APIs.\n\n- **Event-Driven and Real-Time Processing:**\n  - **Real-Time Triggers:** React to events from external systems in real-time, such as file arrivals, new messages in message buses (Kafka, Redis, Pulsar, AMQP, MQTT, NATS, AWS SQS, Google Pub\u002FSub, Azure Event Hubs), and more.\n  - **Custom Events:** Define custom events to trigger flows based on specific conditions or external signals, enabling highly responsive workflows.\n\n- **Cloud Integrations:**\n  - **AWS, Google Cloud, Azure:** Integrate with a variety of cloud services to interact with storage solutions, messaging systems, compute resources, and more.\n  - **Big Data Processing:** Run big data processing tasks using tools like Apache Spark or interact with analytics platforms like Google BigQuery.\n\n- **Monitoring and Notifications:**\n  - **Stay Informed:** Send messages to Slack channels, email notifications, or trigger alerts in PagerDuty to keep your team updated on workflow statuses.\n\nKestra's plugin ecosystem is continually expanding, allowing you to tailor the platform to your specific needs. Whether you're orchestrating complex data pipelines, automating scripts across multiple environments, or integrating with cloud services, there's likely a plugin to assist. And if not, you can always [build your own plugins](https:\u002F\u002Fkestra.io\u002Fdocs\u002Fplugin-developer-guide\u002F) to extend Kestra's capabilities.\n\n🧑‍💻 **Note:** This is just a glimpse of what Kestra plugins can do. Explore the full list on our [Plugins Page](https:\u002F\u002Fkestra.io\u002Fplugins).\n\n---\n\n## 📚 Key Concepts\n\n- **Flows:** the core unit in Kestra, representing a workflow composed of tasks.\n- **Tasks:** individual units of work, such as running a script, moving data, or calling an API.\n- **Namespaces:** logical grouping of flows for organization and isolation.\n- **Triggers:** schedule or events that initiate the execution of flows.\n- **Inputs & Variables:** parameters and dynamic data passed into flows and tasks.\n\n---\n\n## 🎨 Build Workflows Visually\n\nKestra provides an intuitive UI that allows you to interactively build and visualize your workflows:\n\n- **Drag-and-Drop Interface:** add and rearrange tasks from the Topology Editor.\n- **Real-Time Validation:** instant feedback on your workflow's syntax and structure to catch errors early.\n- **Auto-Completion:** smart suggestions as you type to write flow code quickly and without syntax errors.\n- **Live Topology View:** see your workflow as a Directed Acyclic Graph (DAG) that updates in real-time.\n\n---\n\n\n## 🔧 Extensible and Developer-Friendly\n\n### Plugin Development\n\nCreate custom plugins to extend Kestra's capabilities. Check out our [Plugin Developer Guide](https:\u002F\u002Fkestra.io\u002Fdocs\u002Fplugin-developer-guide\u002F) to get started.\n\n### Infrastructure as Code\n\n- **Version Control:** store your flows in Git repositories.\n- **CI\u002FCD Integration:** automate deployment of flows using CI\u002FCD pipelines.\n- **Terraform Provider:** manage Kestra resources with the [official Terraform provider](https:\u002F\u002Fkestra.io\u002Fdocs\u002Fterraform\u002F).\n\n---\n\n## 🌐 Join the Community\n\nStay connected and get support:\n\n- **Slack:** Join our [Slack community](https:\u002F\u002Fkestra.io\u002Fslack) to ask questions and share ideas.\n- **LinkedIn:** Follow us on [LinkedIn](https:\u002F\u002Fwww.linkedin.com\u002Fcompany\u002Fkestra\u002F) — next to Slack and GitHub, this is our main channel to share updates and product announcements.\n- **YouTube:** Subscribe to our [YouTube channel](https:\u002F\u002Fwww.youtube.com\u002F@kestra-io) for educational video content. We publish new videos every week!\n- **X:** Follow us on [X](https:\u002F\u002Fx.com\u002Fkestra_io) if you're still active there.\n\n---\n\n## 🤝 Contributing\n\nWe welcome contributions of all kinds!\n\n- **Report Issues:** Found a bug or have a feature request? Open an [issue on GitHub](https:\u002F\u002Fgithub.com\u002Fkestra-io\u002Fkestra\u002Fissues).\n- **Contribute Code:** Check out our [Contributor Guide](https:\u002F\u002Fkestra.io\u002Fdocs\u002Fcontribute-to-kestra) for initial guidelines, and explore our [good first issues](https:\u002F\u002Fgo.kestra.io\u002Fcontributing) for beginner-friendly tasks to tackle first.\n- **Develop Plugins:** Build and share plugins using our [Plugin Developer Guide](https:\u002F\u002Fkestra.io\u002Fdocs\u002Fplugin-developer-guide\u002F).\n- **Contribute to our Docs:** Contribute edits or updates to keep our [documentation](https:\u002F\u002Fgithub.com\u002Fkestra-io\u002Fdocs) top-notch.\n\n---\n\n## 📄 License\n\nKestra is licensed under the Apache 2.0 License © [Kestra Technologies](https:\u002F\u002Fkestra.io).\n\n---\n\n## ⭐️ Stay Updated\n\nGive our repository a star to stay informed about the latest features and updates!\n\n[![Star the Repo](https:\u002F\u002Fkestra.io\u002Fstar.gif)](https:\u002F\u002Fgithub.com\u002Fkestra-io\u002Fkestra)\n\n---\n\nThank you for considering Kestra for your workflow orchestration needs. We can't wait to see what you'll build!\n","Kestra 是一个开源的事件驱动编排平台，旨在简化关键任务应用中的调度和编排。其核心功能包括支持基础设施即代码、低代码开发以及高度可用的工作流管理，通过声明式配置实现自动化流程。技术上，Kestra 采用 Java 构建，能够处理复杂的数据管道和微服务编排需求。适用于需要灵活且可靠的自动化解决方案的企业级应用场景，如大数据处理、持续集成\u002F持续部署（CI\u002FCD）管道构建及运维自动化等。",2,"2026-06-11 02:31:24","trending"]